Efficient Object Detection and Classification of Heat Emitting Objects from Infrared Images Based on Deep Learning
Sign Up to like & getrecommendations! Published in 2020 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-08616-z
Abstract: Object detection from infrared (IR) images recently attracted attention of researches. There are several techniques that can be performed on images in order to detect objects. Deep learning is an efficient technique among these techniques… read more here.
Keywords: object detection; infrared images; classification; deep learning ... See more keywords
Automatic detection of photovoltaic module defects in infrared images with isolated and develop-model transfer deep learning
Sign Up to like & getrecommendations! Published in 2020 at "Solar Energy"
DOI: 10.1016/j.solener.2020.01.055
Abstract: Abstract With the rising use of photovoltaic and ongoing installation of large-scale photovoltaic systems worldwide, the automation of photovoltaic monitoring methods becomes important, as manual/visual inspection has limited applications. This research work deals with automatic… read more here.
Keywords: deep learning; model; transfer; photovoltaic ... See more keywords
Deep Generative Modeling of Infrared Images Provides Signature of Cracking in Cross-Linked Polyethylene Pipe.
Sign Up to like & getrecommendations! Published in 2023 at "ACS applied materials & interfaces"
DOI: 10.1021/acsami.3c02564
Abstract: Hyperspectral infrared (IR) images contain a large amount of highly spatially resolved information about the chemical composition of a sample. However, the analysis of hyperspectral IR imaging data for complex heterogeneous systems can be challenging… read more here.
Keywords: generative modeling; cross linked; linked polyethylene; infrared images ... See more keywords
Automatic internal crack detection from a sequence of infrared images with a triple-threshold Canny edge detector
Sign Up to like & getrecommendations! Published in 2018 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/aa9857
Abstract: Visual inspection and assessment of the condition of metal structures are essential for safety. Pulse thermography produces visible infrared images, which have been widely applied to detect and characterize defects in structures and materials. When… read more here.
Keywords: detection; sequence infrared; internal crack; infrared images ... See more keywords
Using Deep Learning in Infrared Images to Enable Human Gesture Recognition for Autonomous Vehicles
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2990636
Abstract: The realization of a novel human gesture recognition algorithm is essential to enable the effective collision avoidance of autonomous vehicles. Compared to visible spectrum cameras, the use of infrared imaging can enable more robust human… read more here.
Keywords: infrared images; gesture; autonomous vehicles; human gesture ... See more keywords
From Coarse to Fine (FC2F): A New Scheme of Colorizing Thermal Infrared Images
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3000481
Abstract: Colorization of the thermal infrared image is an unsolved problem because usually there is no one-to-one relationship between an object’s color and its temperature. In this paper, we propose a new colorization scheme to address… read more here.
Keywords: new scheme; colorization; infrared images; thermal infrared ... See more keywords
Detecting Dim Small Target in Infrared Images via Subpixel Sampling Cuneate Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3189225
Abstract: Infrared dim small target (IDST) detection is regarded as a critical technology for the interpretation of space-based remote sensing images. In recent years, driven by deep learning technology and the surge of data, remarkable effects… read more here.
Keywords: cuneate network; infrared images; small target; subpixel sampling ... See more keywords
Arbitrary-Oriented Detection of Insulators in Thermal Imagery via Rotation Region Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3123107
Abstract: The precise location of insulators in infrared images is of great significance for insulator condition monitoring and fault diagnosis. Due to the characteristics of insulators themselves and the use of handheld infrared cameras, insulators usually… read more here.
Keywords: arbitrary oriented; infrared images; region; detection ... See more keywords
Nighttime Pedestrian and Vehicle Detection Based on a Fast Saliency and Multifeature Fusion Algorithm for Infrared Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3193086
Abstract: In recent years, pedestrian and vehicle detection at night has become an important subject of computer vision applications. Because the environment light is weak at night, the common traditional camera-input algorithms often performs poorly. Pedestrians… read more here.
Keywords: pedestrian vehicle; infrared images; vehicle detection; vehicle ... See more keywords
Transparent organic upconversion devices displaying high-resolution, single-pixel, low-power infrared images perceived by human vision
Sign Up to like & getrecommendations! Published in 2023 at "Science Advances"
DOI: 10.1126/sciadv.add7526
Abstract: Crystalline photodiodes remain the most viable infrared sensing technology of choice, yet the opacity and the limitation in pixel size reduction per se restrict their development for supporting high-resolution in situ infrared images. In this… read more here.
Keywords: infrared images; power; human vision; high resolution ... See more keywords
The Fusion of Unmatched Infrared and Visible Images Based on Generative Adversarial Networks
Sign Up to like & getrecommendations! Published in 2020 at "Mathematical Problems in Engineering"
DOI: 10.1155/2020/3739040
Abstract: Visible images contain clear texture information and high spatial resolution but are unreliable under nighttime or ambient occlusion conditions. Infrared images can display target thermal radiation information under day, night, alternative weather, and ambient occlusion… read more here.
Keywords: generative adversarial; information; based generative; adversarial networks ... See more keywords